Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

TCGA-BB-4227-01A-01R-1873-07

0a6802db-2b8e-507d-8797-b6e60d5e00a5

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
sex
male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • GLYCOLYSIS+0.300
  • OXIDATIVE_PHOSPHORYLATION+0.300
  • CHOLESTEROL_HOMEOSTASIS+0.280
  • PROTEIN_SECRETION+0.260
  • ADIPOGENESIS+0.250
  • FATTY_ACID_METABOLISM+0.240
  • HYPOXIA+0.210
  • E2F_TARGETS+0.170
  • SPERMATOGENESIS+0.170
  • BILE_ACID_METABOLISM+0.130

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.560
  • INTERFERON_GAMMA_RESPONSE-0.470
  • MYC_TARGETS_V2-0.430
  • ALLOGRAFT_REJECTION-0.410
  • WNT_BETA_CATENIN_SIGNALING-0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.390
  • TGF_BETA_SIGNALING-0.360
  • IL6_JAK_STAT3_SIGNALING-0.330
  • MYOGENESIS-0.320
  • APICAL_JUNCTION-0.300

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR17866837
colon-landscapes@1
0.833
2SRR1516065
bladder-landscape@3
0.792
3SAMN03290933
melanoma-umap@29
0.784
4R286
bladder-landscape@3
0.783
5SRR8518435
breast-umap@18
F0.771
6SRR33346944
bladder-landscape@3
0.767
7DRR168601
bladder-landscape@3
0.765
8R55
bladder-landscape@3
0.765
9R360
bladder-landscape@3
0.758
10SRR12202430
bladder-landscape@3
0.757

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 21 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
GLYCOLYSIS0.300Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.280Remibrutinib— uncovered
PROTEIN_SECRETION0.260Remibrutinib— uncovered
ADIPOGENESIS0.250Inavolisib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
HYPOXIA0.210Idelalisib— uncovered
E2F_TARGETS0.170Inavolisib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
BILE_ACID_METABOLISM0.130Inavolisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
PEROXISOME0.120Idelalisib— uncovered
COAGULATION0.090Binimetinib— uncovered
XENOBIOTIC_METABOLISM0.090Inavolisib— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
MTORC1_SIGNALING0.060Inavolisib— uncovered
PANCREAS_BETA_CELLS0.060Cobimetinib— uncovered
DNA_REPAIR0.050Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered
G2M_CHECKPOINT0.010Inavolisib— uncovered